# MODULE: grass.jupyter.seriesmap
#
# AUTHOR(S): Caitlin Haedrich <caitlin DOT haedrich AT gmail>
# Riya Saxena <29riyasaxena AT gmail>
#
# PURPOSE: This module contains functions for visualizing series of rasters in
# Jupyter Notebooks
#
# COPYRIGHT: (C) 2022-2024 Caitlin Haedrich, and by the GRASS Development Team
#
# This program is free software under the GNU General Public
# License (>=v2). Read the file COPYING that comes with GRASS
# for details.
"""Create and display visualizations for a series of rasters."""
import os
import shutil
from grass.grassdb.data import map_exists
from .map import Map
from .region import RegionManagerForSeries
from .baseseriesmap import BaseSeriesMap
[docs]class SeriesMap(BaseSeriesMap):
"""Creates visualizations from a series of rasters or vectors in Jupyter
Notebooks.
Basic usage::
>>> series = gj.SeriesMap(height = 500)
>>> series.add_rasters(["elevation_shade", "geology", "soils"])
>>> series.add_vectors(["streams", "streets", "viewpoints"])
>>> series.d_barscale()
>>> series.show() # Create Slider
>>> series.save("image.gif")
This class of grass.jupyter is experimental and under development. The API can
change at anytime.
"""
# pylint: disable=too-many-instance-attributes
# pylint: disable=duplicate-code
def __init__(
self,
width=None,
height=None,
env=None,
use_region=False,
saved_region=None,
):
"""Creates an instance of the SeriesMap visualizations class.
:param int width: width of map in pixels
:param int height: height of map in pixels
:param str env: environment
:param use_region: if True, use either current or provided saved region,
else derive region from rendered layers
:param saved_region: if name of saved_region is provided,
this region is then used for rendering
"""
super().__init__(width, height, env)
# Handle Regions
self._region_manager = RegionManagerForSeries(
use_region=use_region,
saved_region=saved_region,
width=width,
height=height,
env=self._env,
)
[docs] def add_rasters(self, rasters, **kwargs):
"""
:param list rasters: list of raster layers to add to SeriesMap
"""
for raster in rasters:
if not map_exists(name=raster, element="raster"):
raise NameError(_("Could not find a raster named {}").format(raster))
# Update region to rasters if not use_region or saved_region
self._region_manager.set_region_from_rasters(rasters)
if self._baseseries_added:
assert self.baseseries == len(rasters), _(
"Number of vectors in series must match number of vectors"
)
for i in range(self.baseseries):
kwargs["map"] = rasters[i]
self._base_calls[i].append(("d.rast", kwargs.copy()))
else:
self.baseseries = len(rasters)
for raster in rasters:
kwargs["map"] = raster
self._base_calls.append([("d.rast", kwargs.copy())])
self._baseseries_added = True
if not self._labels:
self._labels = rasters
self._layers_rendered = False
self._indices = list(range(len(self._labels)))
[docs] def add_vectors(self, vectors, **kwargs):
"""
:param list vectors: list of vector layers to add to SeriesMap
"""
for vector in vectors:
if not map_exists(name=vector, element="vector"):
raise NameError(_("Could not find a vector named {}").format(vector))
# Update region extent to vectors if not use_region or saved_region
self._region_manager.set_region_from_vectors(vectors)
if self._baseseries_added:
assert self.baseseries == len(vectors), _(
"Number of rasters in series must match number of vectors"
)
for i in range(self.baseseries):
kwargs["map"] = vectors[i]
self._base_calls[i].append(("d.vect", kwargs.copy()))
else:
self.baseseries = len(vectors)
for vector in vectors:
kwargs["map"] = vector
self._base_calls.append([("d.vect", kwargs.copy())])
self._baseseries_added = True
if not self._labels:
self._labels = vectors
self._layers_rendered = False
self._indices = range(len(self._labels))
[docs] def add_names(self, names):
"""Add list of names associated with layers.
Default will be names of first series added."""
assert self.baseseries == len(names), _(
"Number of vectors in series must match number of vectors"
)
self._labels = names
self._indices = list(range(len(self._labels)))
def _render_worker(self, i):
"""Function to render a single layer."""
filename = os.path.join(self._tmpdir.name, f"{i}.png")
shutil.copyfile(self.base_file, filename)
img = Map(
width=self._width,
height=self._height,
filename=filename,
use_region=True,
env=self._env,
read_file=True,
)
for grass_module, kwargs in self._base_calls[i]:
img.run(grass_module, **kwargs)
return i, filename
[docs] def render(self):
"""Renders image for each raster in series.
Save PNGs to temporary directory. Must be run before creating a visualization
(i.e. show or save).
"""
if not self._baseseries_added:
raise RuntimeError(
"Cannot render series since none has been added."
"Use SeriesMap.add_rasters() or SeriesMap.add_vectors()"
)
tasks = [(i,) for i in range(self.baseseries)]
self._render(tasks)
